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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

code_py

A collection of well-commented code snippets for data science

conda

OS-agnostic, system-level binary package manager and ecosystem

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-version-control

datafiles

econometrics

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

pandas-exercises

Walkthrough exercises from PandasTutorial by Wes McKinney.

pandas-head-to-tail

portfolio-selection

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

project12

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pyedgar

Python library for interacting with EDGAR.

python-tutorials

Python Tutorials for PS 452: Text as Data

quantecon.applications

A repository that houses example code, applications and teaching material related to QuantEcon

quantecon.notebooks

Jupyter notebooks contributed by QuantEcon developers, users and the community

rhadadi.github.io

Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

saspy

A Python interface module to the SAS System. It works with Linux, Windows, and mainframe SAS. It supports the sas_kernel project (a Jupyter Notebook kernel for SAS) or can be used on its own.

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

sql_scripting

sql_tips_tricks